nerugm-seq_bn-rf64-0 / all_results.json
apwic's picture
End of training
65c5a5e verified
{
"epoch": 100.0,
"eval_LOCATION_f1": 0.8571428571428572,
"eval_LOCATION_number": 69,
"eval_LOCATION_precision": 0.8076923076923077,
"eval_LOCATION_recall": 0.9130434782608695,
"eval_ORGANIZATION_f1": 0.7642276422764227,
"eval_ORGANIZATION_number": 58,
"eval_ORGANIZATION_precision": 0.7230769230769231,
"eval_ORGANIZATION_recall": 0.8103448275862069,
"eval_PERSON_f1": 0.8734177215189874,
"eval_PERSON_number": 152,
"eval_PERSON_precision": 0.8414634146341463,
"eval_PERSON_recall": 0.9078947368421053,
"eval_QUANTITY_f1": 0.7692307692307692,
"eval_QUANTITY_number": 30,
"eval_QUANTITY_precision": 0.7142857142857143,
"eval_QUANTITY_recall": 0.8333333333333334,
"eval_TIME_f1": 0.7999999999999999,
"eval_TIME_number": 29,
"eval_TIME_precision": 0.7741935483870968,
"eval_TIME_recall": 0.8275862068965517,
"eval_loss": 0.12858808040618896,
"eval_overall_accuracy": 0.9623559539052496,
"eval_overall_f1": 0.8354430379746836,
"eval_overall_precision": 0.7962466487935657,
"eval_overall_recall": 0.878698224852071,
"eval_runtime": 0.3081,
"eval_samples": 187,
"eval_samples_per_second": 606.95,
"eval_steps_per_second": 9.737,
"predict_LOCATION_f1": 0.871536523929471,
"predict_LOCATION_number": 193,
"predict_LOCATION_precision": 0.8480392156862745,
"predict_LOCATION_recall": 0.8963730569948186,
"predict_ORGANIZATION_f1": 0.7654320987654321,
"predict_ORGANIZATION_number": 193,
"predict_ORGANIZATION_precision": 0.7311320754716981,
"predict_ORGANIZATION_recall": 0.8031088082901554,
"predict_PERSON_f1": 0.9237947122861586,
"predict_PERSON_number": 313,
"predict_PERSON_precision": 0.9,
"predict_PERSON_recall": 0.9488817891373802,
"predict_QUANTITY_f1": 0.7638190954773869,
"predict_QUANTITY_number": 92,
"predict_QUANTITY_precision": 0.7102803738317757,
"predict_QUANTITY_recall": 0.8260869565217391,
"predict_TIME_f1": 0.9079754601226994,
"predict_TIME_number": 78,
"predict_TIME_precision": 0.8705882352941177,
"predict_TIME_recall": 0.9487179487179487,
"predict_loss": 0.07984647899866104,
"predict_overall_accuracy": 0.9737784228350266,
"predict_overall_f1": 0.8577753182069728,
"predict_overall_precision": 0.826226012793177,
"predict_overall_recall": 0.8918296892980437,
"predict_runtime": 0.7418,
"predict_samples_per_second": 630.931,
"predict_steps_per_second": 10.785,
"total_flos": 4500604309905474.0,
"train_loss": 0.13730014378169797,
"train_runtime": 547.2904,
"train_samples": 1687,
"train_samples_per_second": 308.246,
"train_steps_per_second": 19.368
}